Papers - YOKOTA Tatsuya
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Adaptive Block Sparse Regularization under Arbitrary Linear Transform Reviewed
Takanobu Furuhashi, Hidekata Hontani, Tatsuya Yokota
Proceedings of EUSIPCO 2024.08
Authorship：Last author Language：English Publishing type：Research paper (international conference proceedings)
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EM Algorithm for Tensor Network Logistic Regression based on Polya-Gamma Augmentation Reviewed
Naoya Yamauchi, Yuta Mizuno, Hidekata Hontani, Tatsuya Yokota
Advances in Artificial Intelligence: Efficiency, Reliability, and Innovations in Machine Learning, Healthcare, and Blockchain 2024.06
Authorship：Last author, Corresponding author Language：English Publishing type：Research paper (international conference proceedings)
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A New Model for Tensor Completion: Smooth Convolutional Tensor Factorization Reviewed
H. Takayama and T. Yokota.
IEEE Access 11 67526 - 67539 2023
Authorship：Last author Language：English Publishing type：Research paper (scientific journal)
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Fast Algorithm for Low-rank Tensor Completion in Delay-embedded Space Reviewed International journal
Ryuki Yamamoto, Hidekata Hontani, Akira Imakura, Tatsuya Yokota
Proceedings of CVPR 2022.06
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
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Bayesian tensor completion and decomposition with automatic CP rank determination using MGP shrinkage prior Reviewed International coauthorship International journal
H. Takayama, Q. Zhao, H. Hontani, and T. Yokota
SN Computer Science 3 ( 225 ) 1 - 17 2022.03
Language：English Publishing type：Research paper (scientific journal) Publisher：Springer
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Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior Reviewed International coauthorship International journal
T. Yokota, H. Hontani, Q. Zhao, and A. Cichocki
IEEE Transactions on Neural Networks and Learning Systems 33 ( 3 ) 1022 - 1036 2020.12
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)
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Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting Reviewed International coauthorship International journal
Q. SHI, J. YIN, J. CAI, A. Cichocki, T. Yokota, L. CHEN, M. Yuan, and J. Zeng
Proceedings of AAAI 2020.02
Language：English Publishing type：Research paper (international conference proceedings)
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Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated with Deep Image Prior Reviewed International journal
T. Yokota, K. Kawai, M. Sakata, Y, Kimura, and H, Hontani
Proceedings of ICCV 2019.11
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Real Time Estimation of Electric Fields Induced by Transcranial Magnetic Stimulation with Deep Neural Networks Reviewed International coauthorship International journal
Tatsuya Yokota, Toyohiro Maki, Tatsuya Nagata, Takenobu Murakami, Yoshikazu Ugawa, Ilkka Laakso, Akimasa Hirata, Hidekata Hontani
Brain Stimulation 2019.07
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1016/j.brs.2019.06.015
Other Link： https://www.sciencedirect.com/science/article/pii/S1935861X19302669
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Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization Reviewed International journal
T. Yokota and H. Hontani
IEEE Access 7 15669 - 15682 2019.01
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE
DOI： 10.1109/ACCESS.2019.2894622
Other Link： https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8625383
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Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space Reviewed International coauthorship International journal
T. Yokota, B. Erem, S. Guler, S. Warfield, and H. Hontani
Proceedings of CVPR 2018.06
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
Other Link： https://arxiv.org/abs/1804.01736
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Simultaneous Visual Data Completion and Denoising based on Tensor Rank and Total Variation Minimization and its Primal-dual Splitting Algorithm Reviewed International journal
Tatsuya Yokota, Hidekata Hontani
Proceedings of CVPR 2017.07
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
Other Link： http://openaccess.thecvf.com/content_cvpr_2017/papers/Yokota_Simultaneous_Visual_Data_CVPR_2017_paper.pdf
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Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria Reviewed International journal
T. Yokota, N. Lee, A. Cichocki
IEEE Transactions on Signal Processing 65 ( 5 ) 1196 - 1206 2017.03
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE
Other Link： http://ieeexplore.ieee.org/document/7676397/
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Smooth PARAFAC Decomposition for Tensor Completion (IEEE Signal Processing Society Japan Young Author Best Paper Award) Reviewed
Yokota Tatsuya, Zhao Qibin, Cichocki Andrzej
IEEE TRANSACTIONS ON SIGNAL PROCESSING 64 ( 20 ) 5423 - 5436 2016.10
Language：English Publishing type：Research paper (scientific journal)
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Tensor Completion via Functional Smooth Component Deflation Reviewed International journal
T. Yokota, A. Cichocki
Proceedings of ICASSP 2514 - 2518 2016.03
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
DOI： 10.1109/ICASSP.2016.7472130
Other Link： https://ieeexplore.ieee.org/document/7472130
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Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis Reviewed
Yokota Tatsuya, Zdunek Rafal, Cichocki Andrzej, Yamashita Yukihiko
Signal Processing 113 234 - 249 2015.08
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1016/j.sigpro.2015.02.003
Other Link： https://www.sciencedirect.com/science/article/pii/S0165168415000614
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A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function Reviewed
Yokota Tatsuya, Yamashita Yukihiko
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 24 ( 7 ) 1127 - 1140 2013.07
Language：English Publishing type：Research paper (scientific journal)
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Electric Field Regression and Error Variance Estimation for Transcranial Magnetic Stimulation using Deep Neural Networks Reviewed
Toyohiro Maki, Tatsuya Yokota, Akimasa Hirata, Hidekata Hontani
Advanced Biomedical Engineering 12 225 - 235 2023.11
Language：English Publishing type：Research paper (scientific journal)
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Subtype Classification of Malignant Lymphoma Using Immunohistochemical Staining Pattern Reviewed International journal
Noriaki Hashimoto, Kaho Ko, Tatsuya Yokota, Kei Kohno, Masato Nakaguro, Shigeo Nakamura, Ichiro Takeuchi & Hidekata Hontani
International Journal of Computer Assisted Radiology and Surgery 2022.02
Language：English Publishing type：Research paper (scientific journal)
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Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, with Application to Signal Reconstruction Reviewed International coauthorship International journal
F. Sedighin, A. Cichocki, T. Yokota, and Q. Shi
IEEE Signal Processing Letters 27 810 - 814 2020.04
Language：English Publishing type：Research paper (scientific journal) Publisher：IEEE
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Semi-Automated Biomarker Discovery from Pharmacodynamic Effects on EEG in ADHD Rodent Models Reviewed International coauthorship International journal
T. Yokota, Z.R. Struzik, P. Jurica, M. Horiuchi, S. Hiroyama, J. Li, Y. Tanaka, K. Ogawa, K. Nishitomi, M. Hasegawa
Scientific Reports 8 ( 5202 ) 2018.03
Authorship：Lead author Language：English Publishing type：Research paper (scientific journal) Publisher：Springer Nature
DOI： 10.1038/s41598-018-23450-y
Other Link： https://www.nature.com/articles/s41598-018-23450-y
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Multilinear tensor rank estimation via sparse Tucker decomposition (IEEE Computational Intelligence Society Japan Chapter Young Researcher Award, Incentive Award from Japan Society of Fuzzy Theory and Intelligent Informatics) Reviewed International journal
478 - 483 2014.12
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.1109/SCIS-ISIS.2014.7044685
Other Link： https://ieeexplore.ieee.org/document/7044685
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Interpolated local model fitting method for accurate and fast single-shot surface profiling Reviewed
Yokota Tatsuya, Sugiyama Masashi, Ogawa Hidemitsu, Kitagawa Katsuichi, Suzuki Kazuyoshi
APPLIED OPTICS 48 ( 18 ) 3497 - 3508 2009.06
Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1364/AO.48.003497
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"A study of criteria for grading follicular lymphoma using a cell type classifier from pathology images based on complementary-label learning Reviewed
Ryoichi Koga, Shingo Koide, Hiromu Tanaka, Kei Taguchi, Mauricio Kugler, Tatsuya Yokota, Kouichi Ohshima, Hiroaki Miyoshi, Miharu Nagaishi, Noriaki Hashimoto, Ichiro Takeuchi d, Hidekata Hontani
Micron 184 ( 103663 ) 2024.06
Language：English Publishing type：Research paper (scientific journal)
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Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma Reviewed
Ryoichi Koga, Mauricio Kugler, Tatsuya Yokota, Kouichi Ohshima, Hiroaki Miyoshi, Miharu Nagaishi, Noriaki Hashimoto, Ichiro Takeuchi, Hidekata Hontani
Proceedings of VISAPP 2024.02
Language：English Publishing type：Research paper (international conference proceedings)
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Generation of Counterfactual Images to Construct Criteria for Quantitatively Evaluating Subtypes in Malignant Lymphoma Reviewed
Ryoichi Koga, Mauricio Kugler, Tatsuya Yokota, Kouichi Ohshima, Hiroaki Miyoshi, Miharu Nagaishi, Noriaki Hashimoto, Ichiro Takeuchi, Hidekata Hontani
2023
Language：English Publishing type：Research paper (international conference proceedings)
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Stain Conversion from H&E to BRAF by using StyleGAN Reviewed
Toyohiro Maki, Mauricio Kugler, Tatsuya Yokota, Satomi hatta, Kunihiro Inai, and Hidekata Hontani
Proceedings of IFMIA 2023
Language：English Publishing type：Research paper (international conference proceedings)
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Anomaly Detection for Chest CT Images using Normalizing Flow Reviewed
Hiroki Tobise, Mauricio Kugler, Tatsuya Yokota, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Akinobu Shimizu and Hidekata Hontani
Proceedings of IFMIA 2023
Language：English Publishing type：Research paper (international conference proceedings)
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Graph neural network for identification of malignant lymphoma subtypes and class activation visualization of cell tissue anomality Reviewed
Tanaka H., Hashimoto N., Yokota T., Kugler M., Ohshima K., Miyoshi H., Nagaishi M., Takeuchi I., Hontani H.
Proceedings of IFMIA 2023
Language：English Publishing type：Research paper (international conference proceedings)
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Construction of Classifier for malignant lymphoma nuclei using label propagation Reviewed
Koide S., Kugler M., Yokota T., Ohshima K., Miyoshi H., Nagaishi M., Hashimoto N., Takeuchi I., Hontani H.
Proceedings of IFMIA 2023
Language：English Publishing type：Research paper (international conference proceedings)
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Consistent MDT-Tucker: A Hankel Structure Constrained Tucker Decomposition in Delay Embedded Space Reviewed International journal
R. Yamamoto, H. Hontani, A. Imakura, and T. Yokota
Proceedings of APSIPA-ASC 2022.11
Language：English Publishing type：Research paper (international conference proceedings)
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Fast Signal Completion Algorithm With Cyclic Convolutional Smoothing Reviewed International journal
H. Takayama, and T. Yokota
Proceedings of APSIPA-ASC 2022.11
Language：English Publishing type：Research paper (international conference proceedings)
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Stain transfer for automatic annotation of malignant lymphoma regions in H&E stained whole slide histopathology images Reviewed International journal
Ryoichi Koga and Noriaki Hashimoto and Tatsuya Yokota and Masato Nakaguro and Kei Kohno and Shigeo Nakamura and Ichiro Takeuchi and Hidekata Hontan
Proceedings of IFMIA 2021.01
Language：English Publishing type：Research paper (international conference proceedings)
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Detection of DLBCL regions in H&E stained whole slide pathology images using Bayesian U-Net Reviewed International journal
Ryoichi Koga and Noriaki Hashimoto and Tatsuya Yokota and Masato Nakaguro and Kei Kohno and Shigeo Nakamura and Ichiro Takeuchi and Hidekata Hontani
Proceedings of IFMIA 2021.01
Language：English Publishing type：Research paper (international conference proceedings)
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Construction of a Multi-modal Model of Pancreatic Tumors by Integration of MRI and Pathological Images using Conditional Cycle alpha-GAN Reviewed International journal
T. Shimomura, M. Kugler, T. Yokota, C. Iwamoto, K. Ohuchida, M. Hashizume, and H. Hontani
ICCV Workshop for Multi-Discipline Approach for Learning Concepts (MDALC) 2019.10
Language：English Publishing type：Research paper (international conference proceedings)
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Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation Reviewed International journal
Mauricio Kugler, Yushi Goto, Yuki Tamura, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Akinobu Shimizu, Hidekata Hontani
International Journal of Computer Assisted Radiology and Surgery 2019.07
Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1007/s11548-019-02019-8
Other Link： https://link.springer.com/article/10.1007/s11548-019-02019-8
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CONSTRUCTION OF MULTIMODAL 3D MODEL OF PANCREATIC CANCER TUMOR Reviewed International journal
Yushi Goto, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, and Hidekata Hontani
Proceedings of IWAIT-IFMIA 2019.03
Language：English Publishing type：Research paper (international conference proceedings)
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Registration between histopathological images with different stains and an MRI Image of Pancreatic Cancer Tumor Reviewed International journal
H. Hontani, Y. Goto, Y. Tamura, T. Shimomura, N. Kawamura, H. Kobayashi, M. Kugler, T. Yokota, C. Iwamoto, K. Ohuchida, M. Hashizume, T. Katagiri, T. Sei, and A. shimizu
Proceedings of IWAIT-IFMIA 2019.03
Language：English Publishing type：Research paper (international conference proceedings)
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PARTIAL RIGID DIFFEOMORPHISM FOR MEASURING TEMPORAL CHANGE OF PANCREATIC CANCER TUMOR Reviewed International journal
Y. Tamura, T. Yokota, M. Kugler, V. Triquet, T. Sei, C. Iwamoto, K. Ohuchida, M. Hashizume, and H. Hontani
Proceedings of IWAIT-IFMIA 2019.03
Language：English Publishing type：Research paper (international conference proceedings)
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Tensor Completion with Shift-invariant Cosine Bases Reviewed International journal
T. Yokota, H. Hontani
Proceedings of APSIPA-ASC 2018 2018.11
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Simultaneous PET Image reconstruction and Feature Extraction Method Using Non-negative, Smooth, and Sparse Matrix Factorization Reviewed International journal
K. Kawai, H. Hontani, T. Yokota, M. Sakata, Y. Kimura
Proceedings of APSIPA-ASC 2018 2018.11
Language：English Publishing type：Research paper (international conference proceedings)
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Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image Reviewed International journal
T. Shimomura, K. Mauricio, T. Yokota, C. Iwamoto, K. Ohuchia, M. Hashizume, H. Hontani
Proceedings of MICCAI COMPAY 2018 Workshop 2018.09
Language：English Publishing type：Research paper (international conference proceedings)
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Accurate 3D reconstruction of a whole pancreatic cancer tumor from pathology images with different stains Reviewed International journal
M. Kugler, Y. Goto, N. Kawamura, H. Kobayashi, T. Yokota, C. Iwamoto, K. Ohuchida, M Hashizume, H. Hontani
Proceedings of MICCAI COMPAY 2018 Workshop 2018.09
Language：English Publishing type：Research paper (international conference proceedings)
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Super-Resolution of Magnetic Resonance Images via Convex Optimization with Local and Global Prior Regularization and Spectrum Fitting Reviewed International journal
N. Kawamura, T. Yokota, H. Hontani
International Journal of Biomedical Imaging 2018 ( 9262847 ) 1 - 17 2018.09
Language：English Publishing type：Research paper (scientific journal) Publisher：Hindawi
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Landmark-based reconstruction of 3D smooth structures from serial histological sections Reviewed International journal
N. Kawamura, H. Kobayashi, T. Yokota, H, Hontani, C. Iwamoto, K. Ohuchida, and M. Hashizume
Proceedings of SPIE Medical Imaging 2018 2018.02
Language：English Publishing type：Research paper (international conference proceedings)
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A Robust PET Image Reconstruction using Constrained Non-negative Matrix Factorization Reviewed International journal
K. Kawai, J. Yamada, H. Hontani, T. Yokota, M. Sakata, Y. Kimura
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2017.12
Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
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An Efficient Method for Adapting Step-size Parameters of Primal-dual Hybrid Gradient Method in Application to Total Variation Regularization Reviewed International journal
T. Yokota, H. Hontani
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2017.12
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
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Parametric PET Image Reconstruction via Regional Spatial Bases and Pharmacokinetic Time Activity Model Reviewed International journal
N. Kawamura, T. Yokota, H. Hontani, M Sakata, Y. Kimura
Entropy 2017.12
Language：English Publishing type：Research paper (scientific journal) Publisher：MDPI
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Restoration of Temporal Image Sequence from a Single Image Captured by a Correlation Image Sensor Reviewed International journal
K. Kawade, A. Wakita, T. Yokota, H. Hontani, and S. Ando
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications 2017.02
Language：English Publishing type：Research paper (international conference proceedings)
Other Link： http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220%2f0006115301810191
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A fast automatic rank determination algorithm for noisy low-rank matrix completion Reviewed International journal
T. Yokota, A. Cichocki
In Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2015) 43 - 46 2015.12
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：IEEE
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EEG Correlates of Voice and Face Emotional Judgments in the Human Brain Reviewed International coauthorship International journal
K. Hiyoshi-Taniguchi, M. Kawasaki, T. Yokota, H. Bakardjian, H. Fukuyama, A. Cichocki, and F.B. Vialatte
Cognitive Computation 7 ( 1 ) 11 - 19 2015.02
Language：English Publishing type：Research paper (scientific journal) Publisher：Springer
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Multiple Kernel Learning for Quadratically Constrained MAP Classification Reviewed
Washizawa Yoshikazu, Yokota Tatsuya, Yamashita Yukihiko
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E97D ( 5 ) 1340 - 1344 2014.05
Language：English Publishing type：Research paper (scientific journal)
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Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis Reviewed
Yokota Tatsuya, Cichocki Andrzej
NEURAL INFORMATION PROCESSING, ICONIP 2014, PT III 8836 111 - 118 2014
Language：English Publishing type：Research paper (international conference proceedings)
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B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization Reviewed
Zdunek Rafal, Cichocki Andrzej, Yokota Tatsuya
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2014, PT II 8468 72 - 81 2014
Language：English Publishing type：Research paper (international conference proceedings)
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Heteroscedastic Gaussian based Correction term for Fisher Discriminant Analysis and Its Kernel Extension Reviewed
Yokota Tatsuya, Wakahara Toru, Yamashita Yukihiko
2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2013
Language：English Publishing type：Research paper (international conference proceedings)
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EEG Beta Range Dynamics and Emotional Judgments of Face and Voices Reviewed International coauthorship International journal
K. Taniguchi-Hiyoshi, M. Kawasaki, T. Yokota, H. Bakardjian, H. Fukuyama, F. Vialatte, and A. Cichocki
In Proceedings of the IJCCI 2012 738 - 740 2012.10
Language：English Publishing type：Research paper (international conference proceedings) Publisher：SciTePress
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Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis Reviewed
Yokota Tatsuya, Cichocki Andrzej, Yamashita Yukihiko
NEURAL INFORMATION PROCESSING, ICONIP 2012, PT III 7665 84 - 91 2012
Language：English Publishing type：Research paper (international conference proceedings)
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Quadratically Constrained Maximum A Posteriori Estimation for Binary Classifier Reviewed International journal
T. Yokota, Y. Yamashita
Machine Learning and Data Mining in Pattern Recongnition, LNCS 6871 1 - 15 2011.08
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer
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Support Vector Machines with Weighted Regularization Reviewed
Yokota Tatsuya, Yamashita Yukihiko
NEURAL INFORMATION PROCESSING, PT II 7063 471 - 480 2011
Language：English Publishing type：Research paper (international conference proceedings)
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Error analysis of local model fitting method in single-shot surface profiling
T. Yokota, M. Sugiyama, H. Ogawa, K. Kitagawa, K. Suzuki
In Proceedings of the Japan Society for Precision Engineering C02 167 - 168 2009
Authorship：Lead author Language：English Publishing type：Research paper (conference, symposium, etc.)
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